Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 1274 |
| Missing cells | 2330 |
| Missing cells (%) | 10.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 179.3 KiB |
| Average record size in memory | 144.1 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 6 |
City_Mileage has constant value "12.7" | Constant |
Ex-Showroom_Price is highly correlated with Displacement and 5 other fields | High correlation |
Displacement is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Cylinders is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Fuel_Tank_Capacity is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Height is highly correlated with Doors and 1 other fields | High correlation |
Length is highly correlated with Ex-Showroom_Price and 6 other fields | High correlation |
Width is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Doors is highly correlated with Height | High correlation |
Gears is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Seating_Capacity is highly correlated with Height | High correlation |
Boot_Space is highly correlated with Length | High correlation |
Diesel is highly correlated with Petrol | High correlation |
Petrol is highly correlated with Diesel | High correlation |
Ex-Showroom_Price is highly correlated with Displacement and 2 other fields | High correlation |
Displacement is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Cylinders is highly correlated with Ex-Showroom_Price and 6 other fields | High correlation |
Fuel_Tank_Capacity is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Height is highly correlated with Doors and 1 other fields | High correlation |
Length is highly correlated with Displacement and 4 other fields | High correlation |
Width is highly correlated with Displacement and 4 other fields | High correlation |
Doors is highly correlated with Cylinders and 2 other fields | High correlation |
Gears is highly correlated with Displacement and 4 other fields | High correlation |
Seating_Capacity is highly correlated with Height and 1 other fields | High correlation |
Diesel is highly correlated with Petrol | High correlation |
Petrol is highly correlated with Diesel | High correlation |
Ex-Showroom_Price is highly correlated with Displacement and 5 other fields | High correlation |
Displacement is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Cylinders is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Fuel_Tank_Capacity is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Height is highly correlated with Doors and 1 other fields | High correlation |
Length is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Width is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Doors is highly correlated with Height | High correlation |
Gears is highly correlated with Ex-Showroom_Price and 5 other fields | High correlation |
Seating_Capacity is highly correlated with Height | High correlation |
Diesel is highly correlated with Petrol | High correlation |
Petrol is highly correlated with Diesel | High correlation |
Diesel is highly correlated with Petrol | High correlation |
Petrol is highly correlated with Diesel | High correlation |
Ex-Showroom_Price is highly correlated with Displacement and 4 other fields | High correlation |
Displacement is highly correlated with Ex-Showroom_Price and 9 other fields | High correlation |
Cylinders is highly correlated with Ex-Showroom_Price and 7 other fields | High correlation |
Fuel_Tank_Capacity is highly correlated with Ex-Showroom_Price and 6 other fields | High correlation |
Height is highly correlated with Ex-Showroom_Price and 6 other fields | High correlation |
Length is highly correlated with Ex-Showroom_Price and 6 other fields | High correlation |
Width is highly correlated with Displacement and 4 other fields | High correlation |
Doors is highly correlated with Displacement and 4 other fields | High correlation |
Gears is highly correlated with Displacement and 5 other fields | High correlation |
Seating_Capacity is highly correlated with Displacement and 4 other fields | High correlation |
Basic_Warranty is highly correlated with Displacement and 2 other fields | High correlation |
Boot_Space is highly correlated with Fuel_Tank_Capacity and 2 other fields | High correlation |
Diesel is highly correlated with Petrol | High correlation |
Petrol is highly correlated with Diesel | High correlation |
Electric is highly correlated with Basic_Warranty | High correlation |
Cylinders has 65 (5.1%) missing values | Missing |
Valves_Per_Cylinder has 101 (7.9%) missing values | Missing |
Fuel_Tank_Capacity has 67 (5.3%) missing values | Missing |
City_Mileage has 1273 (99.9%) missing values | Missing |
Gears has 105 (8.2%) missing values | Missing |
Basic_Warranty has 438 (34.4%) missing values | Missing |
Boot_Space has 247 (19.4%) missing values | Missing |
Reproduction
| Analysis started | 2022-05-27 06:08:43.908414 |
|---|---|
| Analysis finished | 2022-05-27 06:09:31.423813 |
| Duration | 47.52 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
Ex-Showroom_Price
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 1177 |
|---|---|
| Distinct (%) | 92.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4435365.062 |
| Minimum | 236447 |
|---|---|
| Maximum | 192142937 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 236447 |
|---|---|
| 5-th percentile | 467468.8 |
| Q1 | 743628 |
| median | 1059871 |
| Q3 | 2973250 |
| 95-th percentile | 21463405.8 |
| Maximum | 192142937 |
| Range | 191906490 |
| Interquartile range (IQR) | 2229622 |
Descriptive statistics
| Standard deviation | 10673243.47 |
|---|---|
| Coefficient of variation (CV) | 2.406395714 |
| Kurtosis | 88.82592216 |
| Mean | 4435365.062 |
| Median Absolute Deviation (MAD) | 468772 |
| Skewness | 7.230684434 |
| Sum | 5650655089 |
| Variance | 1.139181262 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 999900 | 14 | 1.1% |
| 999990 | 4 | 0.3% |
| 989000 | 3 | 0.2% |
| 925000 | 3 | 0.2% |
| 745000 | 3 | 0.2% |
| 3830000 | 2 | 0.2% |
| 3233000 | 2 | 0.2% |
| 3420000 | 2 | 0.2% |
| 52000000 | 2 | 0.2% |
| 6440000 | 2 | 0.2% |
| Other values (1167) | 1237 |
| Value | Count | Frequency (%) |
| 236447 | 1 | |
| 263000 | 1 | |
| 272223 | 1 | |
| 279650 | 1 | |
| 282778 | 1 | |
| 283000 | 1 | |
| 283290 | 1 | |
| 284485 | 1 | |
| 292667 | 1 | |
| 294800 | 1 |
| Value | Count | Frequency (%) |
| 192142937 | 1 | |
| 95000000 | 1 | |
| 83755383 | 1 | |
| 77312661 | 1 | |
| 75400000 | 1 | |
| 69500000 | 1 | |
| 59216193 | 1 | |
| 53247201 | 1 | |
| 53210327 | 1 | |
| 52571294 | 1 |
| Distinct | 129 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 11 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1853.947743 |
| Minimum | 72 |
|---|---|
| Maximum | 7993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 998 |
| Q1 | 1198 |
| median | 1497 |
| Q3 | 1998 |
| 95-th percentile | 3996 |
| Maximum | 7993 |
| Range | 7921 |
| Interquartile range (IQR) | 800 |
Descriptive statistics
| Standard deviation | 1049.451565 |
|---|---|
| Coefficient of variation (CV) | 0.5660631852 |
| Kurtosis | 7.390867627 |
| Mean | 1853.947743 |
| Median Absolute Deviation (MAD) | 301 |
| Skewness | 2.508613718 |
| Sum | 2341536 |
| Variance | 1101348.587 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1197 | 108 | 8.5% |
| 1498 | 87 | 6.8% |
| 1248 | 62 | 4.9% |
| 1198 | 58 | 4.6% |
| 1497 | 56 | 4.4% |
| 998 | 53 | 4.2% |
| 2179 | 46 | 3.6% |
| 1199 | 39 | 3.1% |
| 1461 | 38 | 3.0% |
| 1968 | 29 | 2.3% |
| Other values (119) | 687 |
| Value | Count | Frequency (%) |
| 72 | 3 | 0.2% |
| 216 | 2 | 0.2% |
| 624 | 6 | 0.5% |
| 796 | 12 | 0.9% |
| 799 | 8 | 0.6% |
| 998 | 53 | |
| 999 | 20 | 1.6% |
| 1047 | 1 | 0.1% |
| 1086 | 8 | 0.6% |
| 1120 | 5 | 0.4% |
| Value | Count | Frequency (%) |
| 7993 | 1 | 0.1% |
| 6752 | 1 | 0.1% |
| 6750 | 1 | 0.1% |
| 6749 | 4 | |
| 6598 | 1 | 0.1% |
| 6593 | 1 | 0.1% |
| 6592 | 3 | |
| 6498 | 3 | |
| 6496 | 1 | 0.1% |
| 6417 | 1 | 0.1% |
Cylinders
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 9 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 65 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.371381307 |
| Minimum | 2 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 16 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.627640441 |
|---|---|
| Coefficient of variation (CV) | 0.3723400744 |
| Kurtosis | 10.07180002 |
| Mean | 4.371381307 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.884777547 |
| Sum | 5285 |
| Variance | 2.649213405 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 789 | |
| 3 | 213 | 16.7% |
| 6 | 106 | 8.3% |
| 8 | 53 | 4.2% |
| 12 | 21 | 1.6% |
| 5 | 10 | 0.8% |
| 10 | 10 | 0.8% |
| 2 | 6 | 0.5% |
| 16 | 1 | 0.1% |
| (Missing) | 65 | 5.1% |
| Value | Count | Frequency (%) |
| 2 | 6 | 0.5% |
| 3 | 213 | 16.7% |
| 4 | 789 | |
| 5 | 10 | 0.8% |
| 6 | 106 | 8.3% |
| 8 | 53 | 4.2% |
| 10 | 10 | 0.8% |
| 12 | 21 | 1.6% |
| 16 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.1% |
| 12 | 21 | 1.6% |
| 10 | 10 | 0.8% |
| 8 | 53 | 4.2% |
| 6 | 106 | 8.3% |
| 5 | 10 | 0.8% |
| 4 | 789 | |
| 3 | 213 | 16.7% |
| 2 | 6 | 0.5% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 101 |
| Missing (%) | 7.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.977834612 |
| Minimum | 1 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 16 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8341187027 |
|---|---|
| Coefficient of variation (CV) | 0.2096916499 |
| Kurtosis | 103.7751373 |
| Mean | 3.977834612 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.950267485 |
| Sum | 4666 |
| Variance | 0.6957540102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 1112 | |
| 2 | 46 | 3.6% |
| 12 | 4 | 0.3% |
| 8 | 4 | 0.3% |
| 16 | 2 | 0.2% |
| 1 | 2 | 0.2% |
| 3 | 2 | 0.2% |
| 6 | 1 | 0.1% |
| (Missing) | 101 | 7.9% |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.2% |
| 2 | 46 | 3.6% |
| 3 | 2 | 0.2% |
| 4 | 1112 | |
| 6 | 1 | 0.1% |
| 8 | 4 | 0.3% |
| 12 | 4 | 0.3% |
| 16 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 16 | 2 | 0.2% |
| 12 | 4 | 0.3% |
| 8 | 4 | 0.3% |
| 6 | 1 | 0.1% |
| 4 | 1112 | |
| 3 | 2 | 0.2% |
| 2 | 46 | 3.6% |
| 1 | 2 | 0.2% |
Fuel_Tank_Capacity
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 63 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 67 |
| Missing (%) | 5.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.11922121 |
| Minimum | 15 |
|---|---|
| Maximum | 105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 40 |
| median | 46 |
| Q3 | 60 |
| 95-th percentile | 86 |
| Maximum | 105 |
| Range | 90 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 16.45895579 |
|---|---|
| Coefficient of variation (CV) | 0.3157943539 |
| Kurtosis | 0.316968109 |
| Mean | 52.11922121 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.9371756109 |
| Sum | 62907.9 |
| Variance | 270.8972256 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 125 | 9.8% |
| 35 | 124 | 9.7% |
| 50 | 94 | 7.4% |
| 60 | 91 | 7.1% |
| 37 | 79 | 6.2% |
| 55 | 73 | 5.7% |
| 40 | 56 | 4.4% |
| 42 | 51 | 4.0% |
| 70 | 48 | 3.8% |
| 44 | 48 | 3.8% |
| Other values (53) | 418 | |
| (Missing) | 67 | 5.3% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.1% |
| 24 | 5 | 0.4% |
| 27 | 10 | 0.8% |
| 28 | 18 | 1.4% |
| 32 | 21 | 1.6% |
| 35 | 124 | |
| 36 | 1 | 0.1% |
| 37 | 79 | |
| 40 | 56 | |
| 41 | 14 | 1.1% |
| Value | Count | Frequency (%) |
| 105 | 6 | 0.5% |
| 100 | 7 | 0.5% |
| 96 | 1 | 0.1% |
| 93.5 | 4 | 0.3% |
| 93 | 7 | 0.5% |
| 92 | 2 | 0.2% |
| 91 | 2 | 0.2% |
| 90.5 | 1 | 0.1% |
| 90 | 21 | |
| 89 | 4 | 0.3% |
| Distinct | 211 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1591.408362 |
| Minimum | 1.845 |
|---|---|
| Maximum | 2670 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 1.845 |
|---|---|
| 5-th percentile | 1415.6 |
| Q1 | 1495 |
| median | 1557 |
| Q3 | 1666 |
| 95-th percentile | 1870 |
| Maximum | 2670 |
| Range | 2668.155 |
| Interquartile range (IQR) | 171 |
Descriptive statistics
| Standard deviation | 157.6810887 |
|---|---|
| Coefficient of variation (CV) | 0.09908273228 |
| Kurtosis | 9.667344133 |
| Mean | 1591.408362 |
| Median Absolute Deviation (MAD) | 83 |
| Skewness | -0.2381918633 |
| Sum | 2025862.845 |
| Variance | 24863.32573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1520 | 49 | 3.8% |
| 1510 | 35 | 2.7% |
| 1640 | 33 | 2.6% |
| 1560 | 29 | 2.3% |
| 1525 | 27 | 2.1% |
| 1607 | 27 | 2.1% |
| 1495 | 24 | 1.9% |
| 1655 | 22 | 1.7% |
| 1475 | 22 | 1.7% |
| 1785 | 21 | 1.6% |
| Other values (201) | 984 |
| Value | Count | Frequency (%) |
| 1.845 | 1 | 0.1% |
| 1136 | 3 | 0.2% |
| 1165 | 9 | |
| 1200 | 1 | 0.1% |
| 1203 | 1 | 0.1% |
| 1211 | 1 | 0.1% |
| 1212 | 1 | 0.1% |
| 1213 | 2 | 0.2% |
| 1250 | 1 | 0.1% |
| 1252 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2670 | 1 | 0.1% |
| 2075 | 2 | 0.2% |
| 2055 | 4 | |
| 1995 | 6 | |
| 1977 | 2 | 0.2% |
| 1969 | 1 | 0.1% |
| 1938 | 1 | 0.1% |
| 1930 | 4 | |
| 1922 | 4 | |
| 1910 | 3 |
| Distinct | 227 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4296.781507 |
| Minimum | 4.64 |
|---|---|
| Maximum | 6092 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 4.64 |
|---|---|
| 5-th percentile | 3606.5 |
| Q1 | 3991.25 |
| median | 4331 |
| Q3 | 4620 |
| 95-th percentile | 5115 |
| Maximum | 6092 |
| Range | 6087.36 |
| Interquartile range (IQR) | 628.75 |
Descriptive statistics
| Standard deviation | 476.9256823 |
|---|---|
| Coefficient of variation (CV) | 0.1109960284 |
| Kurtosis | 4.636160941 |
| Mean | 4296.781507 |
| Median Absolute Deviation (MAD) | 336 |
| Skewness | -0.3357446246 |
| Sum | 5474099.64 |
| Variance | 227458.1065 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3995 | 174 | 13.7% |
| 4440 | 36 | 2.8% |
| 4585 | 29 | 2.3% |
| 3700 | 29 | 2.3% |
| 3994 | 27 | 2.1% |
| 4395 | 27 | 2.1% |
| 4315 | 25 | 2.0% |
| 3600 | 20 | 1.6% |
| 4270 | 18 | 1.4% |
| 4413 | 18 | 1.4% |
| Other values (217) | 871 |
| Value | Count | Frequency (%) |
| 4.64 | 1 | 0.1% |
| 2752 | 2 | 0.2% |
| 3164 | 6 | |
| 3370 | 2 | 0.2% |
| 3390 | 2 | 0.2% |
| 3395 | 1 | 0.1% |
| 3429 | 6 | |
| 3430 | 1 | 0.1% |
| 3445 | 8 | |
| 3545 | 5 |
| Value | Count | Frequency (%) |
| 6092 | 1 | |
| 5842 | 2 | |
| 5612 | 1 | |
| 5575 | 1 | |
| 5569 | 1 | |
| 5458 | 1 | |
| 5453 | 1 | |
| 5399 | 1 | |
| 5370 | 1 | |
| 5341 | 1 |
| Distinct | 182 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 12 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1788.343776 |
| Minimum | 1.845 |
|---|---|
| Maximum | 2226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 1.845 |
|---|---|
| 5-th percentile | 1579.05 |
| Q1 | 1695 |
| median | 1770 |
| Q3 | 1852 |
| 95-th percentile | 2091 |
| Maximum | 2226 |
| Range | 2224.155 |
| Interquartile range (IQR) | 157 |
Descriptive statistics
| Standard deviation | 150.8881151 |
|---|---|
| Coefficient of variation (CV) | 0.08437310382 |
| Kurtosis | 16.16251079 |
| Mean | 1788.343776 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | -0.6546219165 |
| Sum | 2256889.845 |
| Variance | 22767.22327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1695 | 76 | 6.0% |
| 1735 | 70 | 5.5% |
| 1730 | 36 | 2.8% |
| 1811 | 30 | 2.4% |
| 1745 | 29 | 2.3% |
| 1660 | 28 | 2.2% |
| 1699 | 28 | 2.2% |
| 1850 | 25 | 2.0% |
| 1890 | 24 | 1.9% |
| 1818 | 23 | 1.8% |
| Other values (172) | 893 |
| Value | Count | Frequency (%) |
| 1.845 | 1 | 0.1% |
| 1312 | 2 | 0.2% |
| 1410 | 2 | 0.2% |
| 1459 | 1 | 0.1% |
| 1475 | 6 | 0.5% |
| 1490 | 15 | |
| 1520 | 10 | |
| 1540 | 2 | 0.2% |
| 1560 | 6 | 0.5% |
| 1570 | 6 | 0.5% |
| Value | Count | Frequency (%) |
| 2226 | 1 | 0.1% |
| 2220 | 14 | |
| 2218 | 3 | 0.2% |
| 2208 | 1 | 0.1% |
| 2207 | 2 | 0.2% |
| 2200 | 8 | |
| 2194 | 2 | 0.2% |
| 2181 | 1 | 0.1% |
| 2175 | 2 | 0.2% |
| 2169 | 4 | 0.3% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 4 |
| Missing (%) | 0.3% |
| Memory size | 10.1 KiB |
| 5.0 | |
|---|---|
| 4.0 | |
| 2.0 | 61 |
| 3.0 | 12 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3810 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 5.0 |
| 3rd row | 4.0 |
| 4th row | 5.0 |
| 5th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 5.0 | 835 | |
| 4.0 | 362 | |
| 2.0 | 61 | 4.8% |
| 3.0 | 12 | 0.9% |
| (Missing) | 4 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 5.0 | 835 | |
| 4.0 | 362 | |
| 2.0 | 61 | 4.8% |
| 3.0 | 12 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 1270 | |
| 0 | 1270 | |
| 5 | 835 | |
| 4 | 362 | 9.5% |
| 2 | 61 | 1.6% |
| 3 | 12 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2540 | |
| Other Punctuation | 1270 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1270 | |
| 5 | 835 | |
| 4 | 362 | 14.3% |
| 2 | 61 | 2.4% |
| 3 | 12 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1270 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3810 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 1270 | |
| 0 | 1270 | |
| 5 | 835 | |
| 4 | 362 | 9.5% |
| 2 | 61 | 1.6% |
| 3 | 12 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3810 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 1270 | |
| 0 | 1270 | |
| 5 | 835 | |
| 4 | 362 | 9.5% |
| 2 | 61 | 1.6% |
| 3 | 12 | 0.3% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1273 |
| Missing (%) | 99.9% |
| Memory size | 10.1 KiB |
| 12.7 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 12.7 |
|---|
Common Values
| Value | Count | Frequency (%) |
| 12.7 | 1 | 0.1% |
| (Missing) | 1273 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 12.7 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| . | 1 | |
| 7 | 1 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3 | |
| Other Punctuation | 1 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 7 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| . | 1 | |
| 7 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| . | 1 | |
| 7 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 105 |
| Missing (%) | 8.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.879384089 |
| Minimum | 4 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1791544 |
|---|---|
| Coefficient of variation (CV) | 0.2005574704 |
| Kurtosis | -0.1414491445 |
| Mean | 5.879384089 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9973986314 |
| Sum | 6873 |
| Variance | 1.3904051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 614 | |
| 6 | 233 | 18.3% |
| 8 | 139 | 10.9% |
| 7 | 137 | 10.8% |
| 9 | 30 | 2.4% |
| 4 | 16 | 1.3% |
| (Missing) | 105 | 8.2% |
| Value | Count | Frequency (%) |
| 4 | 16 | 1.3% |
| 5 | 614 | |
| 6 | 233 | 18.3% |
| 7 | 137 | 10.8% |
| 8 | 139 | 10.9% |
| 9 | 30 | 2.4% |
| Value | Count | Frequency (%) |
| 9 | 30 | 2.4% |
| 8 | 139 | 10.9% |
| 7 | 137 | 10.8% |
| 6 | 233 | 18.3% |
| 5 | 614 | |
| 4 | 16 | 1.3% |
Seating_Capacity
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 8 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 6 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.273659306 |
| Minimum | 2 |
|---|---|
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 16 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.141884034 |
|---|---|
| Coefficient of variation (CV) | 0.2165259392 |
| Kurtosis | 8.198445515 |
| Mean | 5.273659306 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.071815555 |
| Sum | 6687 |
| Variance | 1.303899148 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 915 | |
| 7 | 183 | 14.4% |
| 4 | 69 | 5.4% |
| 2 | 38 | 3.0% |
| 6 | 26 | 2.0% |
| 9 | 19 | 1.5% |
| 8 | 17 | 1.3% |
| 16 | 1 | 0.1% |
| (Missing) | 6 | 0.5% |
| Value | Count | Frequency (%) |
| 2 | 38 | 3.0% |
| 4 | 69 | 5.4% |
| 5 | 915 | |
| 6 | 26 | 2.0% |
| 7 | 183 | 14.4% |
| 8 | 17 | 1.3% |
| 9 | 19 | 1.5% |
| 16 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | 0.1% |
| 9 | 19 | 1.5% |
| 8 | 17 | 1.3% |
| 7 | 183 | 14.4% |
| 6 | 26 | 2.0% |
| 5 | 915 | |
| 4 | 69 | 5.4% |
| 2 | 38 | 3.0% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 438 |
| Missing (%) | 34.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.970095694 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.352405945 |
|---|---|
| Coefficient of variation (CV) | 1.128719843 |
| Kurtosis | 34.37032129 |
| Mean | 2.970095694 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.925171691 |
| Sum | 2483 |
| Variance | 11.23862562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 466 | |
| 3 | 332 | |
| 24 | 20 | 1.6% |
| 4 | 12 | 0.9% |
| 1 | 3 | 0.2% |
| 8 | 3 | 0.2% |
| (Missing) | 438 |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.2% |
| 2 | 466 | |
| 3 | 332 | |
| 4 | 12 | 0.9% |
| 8 | 3 | 0.2% |
| 24 | 20 | 1.6% |
| Value | Count | Frequency (%) |
| 24 | 20 | 1.6% |
| 8 | 3 | 0.2% |
| 4 | 12 | 0.9% |
| 3 | 332 | |
| 2 | 466 | |
| 1 | 3 | 0.2% |
| Distinct | 137 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 247 |
| Missing (%) | 19.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 387.5856865 |
| Minimum | 20 |
|---|---|
| Maximum | 1761 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 260 |
| median | 375 |
| Q3 | 475 |
| 95-th percentile | 615.7 |
| Maximum | 1761 |
| Range | 1741 |
| Interquartile range (IQR) | 215 |
Descriptive statistics
| Standard deviation | 179.1006773 |
|---|---|
| Coefficient of variation (CV) | 0.4620931152 |
| Kurtosis | 14.9780265 |
| Mean | 387.5856865 |
| Median Absolute Deviation (MAD) | 103 |
| Skewness | 2.554735182 |
| Sum | 398050.5 |
| Variance | 32077.05259 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 350 | 44 | 3.5% |
| 475 | 35 | 2.7% |
| 460 | 31 | 2.4% |
| 510 | 30 | 2.4% |
| 251 | 28 | 2.2% |
| 420 | 24 | 1.9% |
| 256 | 22 | 1.7% |
| 243 | 22 | 1.7% |
| 400 | 21 | 1.6% |
| 235 | 21 | 1.6% |
| Other values (127) | 749 | |
| (Missing) | 247 | 19.4% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.2% |
| 54 | 1 | 0.1% |
| 70 | 8 | |
| 94 | 2 | 0.2% |
| 96 | 19 | |
| 110 | 7 | 0.5% |
| 128 | 7 | 0.5% |
| 132 | 2 | 0.2% |
| 133 | 1 | 0.1% |
| 135 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 1761 | 2 | 0.2% |
| 1702 | 2 | 0.2% |
| 1400 | 3 | |
| 1050 | 1 | 0.1% |
| 1025 | 4 | |
| 981 | 4 | |
| 909 | 6 | |
| 825 | 2 | 0.2% |
| 770 | 1 | 0.1% |
| 759 | 1 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1274 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 692 | |
| 1 | 582 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 692 | |
| 1 | 582 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 692 | |
| 1 | 582 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1274 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 692 | |
| 1 | 582 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1274 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 692 | |
| 1 | 582 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1274 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 692 | |
| 1 | 582 |
CNG
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.1 KiB |
| 0 | |
|---|---|
| 1 | 22 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1274 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 1 | 22 | 1.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 1 | 22 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 1 | 22 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1274 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 1 | 22 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1274 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 1 | 22 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1274 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 1 | 22 | 1.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1274 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 648 | |
| 0 | 626 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 648 | |
| 0 | 626 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 648 | |
| 0 | 626 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1274 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 648 | |
| 0 | 626 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1274 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 648 | |
| 0 | 626 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1274 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 648 | |
| 0 | 626 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.1 KiB |
| 0 | |
|---|---|
| 1 | 13 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1274 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1261 | |
| 1 | 13 | 1.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 1261 | |
| 1 | 13 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1261 | |
| 1 | 13 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1274 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1261 | |
| 1 | 13 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1274 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1261 | |
| 1 | 13 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1274 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1261 | |
| 1 | 13 | 1.0% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Ex-Showroom_Price | Displacement | Cylinders | Valves_Per_Cylinder | Fuel_Tank_Capacity | Height | Length | Width | Doors | City_Mileage | Gears | Seating_Capacity | Basic_Warranty | Boot_Space | Diesel | CNG | Petrol | Electric | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 292667 | 624.0 | 2.0 | 2.0 | 24.0 | 1652.0 | 3164.0 | 1750.0 | 5.0 | NaN | 4.0 | 4.0 | 2.0 | 110.0 | 0 | 0 | 1 | 0 |
| 1 | 236447 | 624.0 | 2.0 | 2.0 | 24.0 | 1652.0 | 3164.0 | 1750.0 | 5.0 | NaN | 4.0 | 4.0 | 2.0 | 110.0 | 0 | 0 | 1 | 0 |
| 2 | 296661 | 624.0 | 2.0 | 2.0 | 15.0 | 1652.0 | 3164.0 | 1750.0 | 4.0 | NaN | 4.0 | 4.0 | 2.0 | 110.0 | 0 | 1 | 0 | 0 |
| 3 | 334768 | 624.0 | 2.0 | 2.0 | 24.0 | 1652.0 | 3164.0 | 1750.0 | 5.0 | NaN | 5.0 | 4.0 | 2.0 | 94.0 | 0 | 0 | 1 | 0 |
| 4 | 272223 | 624.0 | 2.0 | 2.0 | 24.0 | 1652.0 | 3164.0 | 1750.0 | 5.0 | NaN | 4.0 | 4.0 | 2.0 | 110.0 | 0 | 0 | 1 | 0 |
| 5 | 314815 | 624.0 | 2.0 | 2.0 | 24.0 | 1652.0 | 3164.0 | 1750.0 | 5.0 | NaN | 5.0 | 4.0 | 2.0 | 94.0 | 0 | 0 | 1 | 0 |
| 6 | 279650 | 799.0 | 3.0 | 4.0 | 28.0 | 1541.0 | 3429.0 | 1560.0 | 5.0 | NaN | 5.0 | 5.0 | 2.0 | 222.0 | 0 | 0 | 1 | 0 |
| 7 | 351832 | 799.0 | 3.0 | 4.0 | 28.0 | 1541.0 | 3429.0 | 1560.0 | 5.0 | NaN | 5.0 | 5.0 | 2.0 | 222.0 | 0 | 0 | 1 | 0 |
| 8 | 333419 | 799.0 | 3.0 | 4.0 | 28.0 | 1541.0 | 3429.0 | 1560.0 | 5.0 | NaN | 5.0 | 5.0 | 2.0 | 222.0 | 0 | 0 | 1 | 0 |
| 9 | 362000 | 799.0 | 3.0 | 4.0 | 28.0 | 1541.0 | 3429.0 | 1560.0 | 5.0 | NaN | 5.0 | 5.0 | 2.0 | 222.0 | 0 | 0 | 1 | 0 |
Last rows
| Ex-Showroom_Price | Displacement | Cylinders | Valves_Per_Cylinder | Fuel_Tank_Capacity | Height | Length | Width | Doors | City_Mileage | Gears | Seating_Capacity | Basic_Warranty | Boot_Space | Diesel | CNG | Petrol | Electric | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1264 | 1065900 | 1497.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 5.0 | 5.0 | 2.0 | 510.0 | 0 | 0 | 1 | 0 |
| 1265 | 1182000 | 1497.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 5.0 | 5.0 | 2.0 | 510.0 | 0 | 0 | 1 | 0 |
| 1266 | 1312000 | 1497.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 5.0 | 5.0 | 2.0 | 510.0 | 0 | 0 | 1 | 0 |
| 1267 | 1111000 | 1498.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 6.0 | 5.0 | 2.0 | 510.0 | 1 | 0 | 0 | 0 |
| 1268 | 1191000 | 1498.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 6.0 | 5.0 | 2.0 | 510.0 | 1 | 0 | 0 | 0 |
| 1269 | 1302000 | 1498.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 6.0 | 5.0 | 2.0 | 510.0 | 1 | 0 | 0 | 0 |
| 1270 | 1421000 | 1498.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 6.0 | 5.0 | 2.0 | 510.0 | 1 | 0 | 0 | 0 |
| 1271 | 1431000 | 1497.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 5.0 | 5.0 | 2.0 | 510.0 | 0 | 0 | 1 | 0 |
| 1272 | 1201000 | 1497.0 | 4.0 | 4.0 | 40.0 | 1495.0 | 4440.0 | 1695.0 | 4.0 | NaN | 5.0 | 5.0 | 2.0 | 510.0 | 0 | 0 | 1 | 0 |
| 1273 | 6862560 | 3200.0 | 4.0 | 4.0 | 88.0 | 1900.0 | 4900.0 | 1875.0 | 5.0 | NaN | 5.0 | 7.0 | NaN | 1050.0 | 1 | 0 | 0 | 0 |